Performance evaluation of fusing protected fingerprint minutiae templates on the decision level

Sensors (Switzerland)

Volumn 12, Issue 5, 2012, Pages 5246-5272

  Yang, Bian ^a   Busch, Christoph ^a   de Groot, Koen ^b   Xu, Haiyun ^c   Veldhuis, Raymond N J ^c  

^a NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

^b PHILIPS RESEARCH LABORATORIES   (Netherlands)

^c UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Decision level fusion; Fingerprint; Minutiae template; Performance evaluation; Pseudonymous identifier; Template protection

Indexed keywords

ALGORITHM; ARTICLE; BIOMETRY; DECISION SUPPORT SYSTEM;

ALGORITHMS; BIOMETRY; DECISION SUPPORT TECHNIQUES;

EID: 84861552727     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s120505246     Document Type: Article

References (27)

1. Juels, A.; Wattenberg, M. A fuzzy Commitment Scheme. In Proceedings of the 6th ACM Conference on Computer and Communications Security, Singapore, 1-4 November 1999.
2. Juels, A.; Sudan, M. A Fuzzy Vault Scheme. In Proceedings of IEEE International Symposium on Information Theory, Lausanne, Switzerland, 30 June-5 July 2002.
3. Teoh, A.B.J.; Goh, A.; Ngo, D.C.L. Random multispace quantisation as an analytic mechanism for biohashing of biometric and random identity inputs. IEEE Trans. Pattern Anal. Mach. Intell. 2006, 28, 1892-1901.
4. Ratha, N.K.; Chikkerur, S.; Connell, J.H.; Bolle, R.M. Generating cancelable fingerprint templates. IEEE Trans. Pattern Anal. Mach. Intell. 2007, 29, 561-572.
5. Boult, T.E.; Scheirer, W.J.; Woodworth, R. Revocable Fingerprint Biotokens: Accuracy and Security Analysis. In Proceedings of IEEE International Conference on Computer Visionand Pattern Recognition, Minneapolis, MN, USA, 18-23 June 2007.
6. Xu, H.; Veldhuis, R.N.J.; Bazen, A.M.; Kevenaar, T.A.M.; Akkermans, T.A.H.M.; Gokberk, B. Fingerprint verification using spectral minutiae representations. IEEE Trans. Inf. Forensics Secur. 2009, 4, 397-409.
7. Bringer, J.; Despiegel, V. Binary Feature Vector Fingerprint Representation from Minutiae Vicinities. In Proceedings of IEEE 4th International Conference on Biometrics: Theory, Applications, and Systems, Washington, DC, USA, 27-29 September 2010.
8. Yang, B.; Busch, C. Dynamic Random Projection for Biometric Template Protection. In Proceedings of IEEE 4th International Conference on Biometrics: Theory, Applications, and Systems, Washington, DC, USA, 27-29 September 2010.
9. Dodis, Y.; Ostrovsky, R.; Reyzin, L.; Smith, A. Fuzzy Extractors: How to Generate Strong Keys from Biometrics and Other Noisy Data. SIAM J. Comput. 2008, 38, 97-139, Preliminary version Adv. Cryptol.-EUROCRYPT 2004 2004, 3027, 523-540.
10. Sutcu, Y.; Li, Q.; Memon, N. Protecting biometric templates with sketch: Theory and practice. IEEE Trans. Inf. Forensics Secur. 2007, 2, 503-512.
11. Information Technology-Security Techniques-Biometric Information Protection. ISO/IEC IS 24745; International Organization for Standardization: Geneva, Switzerland, June 2011.
12. Jain, A.K.; Nandakumar, K.; Nagar, A. Biometric Template Security. EURASIP J. Adv. Signal Process. 2008, 2008, doi:10.1155/2008/579416.
13. Nagara, A.; Nandakumar, K.; Jain, A.K. Biometric Template Transformation: A Security Analysis. In Proceedings of the SPIE Media Forensics and Security, Electronic Imaging, San Jose, USA, 17-21 January 2010.
14. Information Technology-Biometrics-Multimodal and Other Multibiometric Fusion. ISO/IEC TR 24722; International Organization for Standardization: Geneva, Switzerland, June 2007.
15. EU-FP7 project. Trusted Revocable Biometric Identities. Available online: http://www.turbineproject.eu/ (accessed on 21 February 2012).
16. Simoens, K. TURBINE Security Assessment: How to Build Trust. Available online: http://www.turbine-project.eu/dowloads/Day1.4.3.TURBINE_Workshop_17012011_K.Simoens.pdf (accessed on 21 February 2012).
17. GUC100 Multi-sensor Fingerprint Database. Available online: http://www.nislab.no/guc100/ (accessed on 21 February 2012).
18. Information Technology-Biometric Data Interchange Formats-Part 2: Finger Minutiae Data. ISO/IEC IS 19794-2; International Organization for Standardization: Geneva, Switzerland, August 2007.
19. Simoens, K.; Tuyls, P.; Preneel, B. Privacy Weaknesses in Biometric Sketches. In Proceedings of the 30th IEEE Symposium on Security and Privacy, Oakland, CA, USA, 17-20 May 2009; pp. 188-203.
20. Kelkboom, E.J.C.; Breebaart, J.; Kevenaar, T.A.M.; Buhan, I.; Veldhuis, R.N.J. Preventing the Decodability Attack Based Cross-Matching in a Fuzzy Commitment Scheme. IEEE Trans. Inf. Forensics Secur. 2011, 6, 107-121.
21. Scheirer, W.J.; Boult, T.E. Cracking Fuzzy Vaults and Biometric Encryption. In Proceedings of the 2007 Biometrics Symposium, Baltimore, MD, USA, 11-13 September 2007.
22. Mihailescu, P.; Munk A.; Tams, B. The Fuzzy Vault for Fingerprints is Vulnerable to Brute Force Attack. In Proceedings of the BIOSIG 2009, Darmstadt, Germany, 17-18 September 2009; pp. 43-54.
23. Bringer, J.; Chabanne, H.; Kevenaar, T.A.M.; Kindarji, B. Extending Match-On-Card to Local Biometric Identification. In Proceedings of the Biometric ID Management and Multimodal Communication, BioID-Multicomm 2009, LNCS 5707, 2009; pp. 178-186.
24. He, M.; Horng, S.J.; Fan, P.; Run, R.S.; Chen, R.J.; Lai, J.L.; Khan, M.K.; Sentosa, K.O. Performance evaluation of score level fusion in multimodal biometric systems. Pattern Recognit. 2010, 43, 1789-1800.
25. Daugman, J. Combining Multiple Biometrics. Available online: http://www.cl.cam.ac.uk/~jgd1000/combine/combine.html/ (accessed on 21 February 2012).
26. Prabhakar, S.; Jain, A.K. Decision-level fusion in biometric verification. Pattern Recognit. 2002, 35, 861-874.
27. NIST Fingerprint Image Quality (NFIQ). Available online: http://www.nist.gov/itl/iad/ig/nbis.cfm/ (accessed on 9 April 2012).